Medical Image Classification on CheXpert-12 (in-domain)
85.88Macro-AUCVIVID-Med
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VIVID-MedEvaluation protocol=Linear evaluation, Seeds=32026.03 | 85.88 | 90.16 | |
| BiomedCLIPEvaluation protocol=Linear evaluation, Seeds=32026.03 | 79.23 | 89.89 | |
| ImageNet supervisedEvaluation protocol=Linear evaluation, Seeds=32026.03 | 77.46 | 88.13 | |
| Random-mask proxyEvaluation protocol=Linear evaluation, Token dropping=75%, Seeds=32026.03 | 73.96 | 87.05 | |
| MAEEvaluation protocol=Linear evaluation, Seeds=32026.03 | 72.11 | 86.57 | |
| DINOv3Evaluation protocol=Linear evaluation, Seeds=32026.03 | 68.76 | 87.6 |